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GitHub Copilot VS PEST

Compare GitHub Copilot VS PEST and see what are their differences

GitHub Copilot logo GitHub Copilot

Your AI pair programmer. With GitHub Copilot, get suggestions for whole lines or entire functions right inside your editor.

PEST logo PEST

An elegant PHP testing framework with a focus on simplicity
  • GitHub Copilot Landing page
    Landing page //
    2023-10-03

Trained on billions of lines of public code, GitHub Copilot puts the knowledge you need at your fingertips, saving you time and helping you stay focused.

  • PEST Landing page
    Landing page //
    2023-05-03

GitHub Copilot features and specs

  • Productivity Boost
    GitHub Copilot helps developers write code faster by providing intelligent suggestions and automating repetitive tasks. This can save significant time and reduce the cognitive load on developers.
  • Learning Tool
    For less experienced developers, Copilot can serve as a learning tool by suggesting best practices and introducing them to new coding patterns and techniques.
  • Support for Multiple Languages
    Copilot supports a wide range of programming languages, making it a versatile tool for developers working in different tech stacks.
  • Context-Aware Suggestions
    Copilot offers context-aware suggestions based on the code that has been written so far, making its recommendations relevant to the current development task.
  • Integration with GitHub
    Seamless integration with GitHub simplifies the development workflow, enabling smoother transitions from coding to version control and collaboration.

Possible disadvantages of GitHub Copilot

  • Code Quality Concerns
    The quality of the code generated by Copilot may vary, and it might introduce suboptimal code or practices that could lead to maintenance challenges.
  • Security Risks
    Copilot might suggest insecure code patterns or snippets, potentially introducing vulnerabilities into the project if not carefully reviewed by the developer.
  • Dependence on AI
    Over-reliance on Copilot's suggestions can lead to a lack of deep understanding of the code, which may hinder a developer's growth and problem-solving skills.
  • Licensing and Code Reuse Issues
    There are concerns about the legality and ethics of using AI-generated code snippets that might be derived from copyrighted sources, which can lead to licensing issues.
  • Limited Customizability
    Copilot may not always align with specific coding standards or preferences of a development team, and the ability to customize its behavior to enforce such standards is limited.

PEST features and specs

  • Simplicity
    PEST offers a simple and intuitive API that is easy to learn and use, making it accessible even for beginners in PHP testing.
  • Concise Syntax
    It provides a minimalist and elegant syntax, allowing developers to write clean and concise test cases without boilerplate code.
  • Expectation API
    PEST includes a powerful Expectation API, which enhances assertions with a fluent interface, improving readability and expressiveness.
  • Community and Ecosystem
    Backed by an active community, PEST benefits from a growing ecosystem of plugins and integrations, extending its capabilities.
  • Integration with PHPUnit
    PEST is built on top of PHPUnit, allowing for seamless integration and the option to run existing PHPUnit test suites with PEST.

Possible disadvantages of PEST

  • Learning Curve for Advanced Features
    While basic usage is straightforward, mastering advanced features and integrations of PEST can require a deeper understanding.
  • Less Extensive Documentation
    Compared to more established testing frameworks, PEST might have less comprehensive documentation available, which could hinder learning.
  • Smaller Community Compared to PHPUnit
    Being relatively new compared to PHPUnit, PEST has a smaller community, potentially affecting the availability of support and resources.
  • Potential Compatibility Issues
    As PEST evolves, there may be occasional compatibility issues or bugs that need rapid updates and fixes.
  • Limited Built-in Features
    While its simplicity is a strength, PEST might lack some advanced built-in features offered by more complex testing frameworks.

Analysis of GitHub Copilot

Overall verdict

  • Overall, GitHub Copilot is a beneficial tool for many developers, especially those looking to increase their productivity and experiment with new coding styles. It can be seen as an intelligent coding assistant that complements a developer's workflow rather than replaces it.

Why this product is good

  • GitHub Copilot is considered good by many because it provides AI-assisted code completion and suggestions, which can significantly speed up coding tasks and improve productivity. It leverages OpenAI's advanced language models to offer context-aware snippets and solutions that can help developers write code more efficiently, reduce errors, and explore new coding approaches.

Recommended for

  • Software developers seeking to increase productivity
  • Beginner programmers looking for contextual code suggestions
  • Experienced developers interested in exploring and discovering alternative coding solutions
  • Teams aiming to standardize code quality and reduce time spent on routine coding tasks

GitHub Copilot videos

Game over… GitHub Copilot X announced

More videos:

  • Review - The New GitHub Copilot X Powered by GPT-4 is Here!
  • Review - GitHub Copilot X -- AI Programming Gets Better... and Scary.
  • Review - GitHub Copilot Review 2023: I Love It, But It's Not For Everyone
  • Review - Is Github Copilot Worth Paying For??

PEST videos

THE PEST BAD MOVIE REVIEW | Double Toasted

More videos:

  • Review - The Pest - Nostalgia Critic
  • Review - PESTIE review | DIY Pest Control Like a PRO | House to Home Update

Category Popularity

0-100% (relative to GitHub Copilot and PEST)
Developer Tools
94 94%
6% 6
Productivity
0 0%
100% 100
AI
100 100%
0% 0
Coding
100 100%
0% 0

User comments

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Reviews

These are some of the external sources and on-site user reviews we've used to compare GitHub Copilot and PEST

GitHub Copilot Reviews

  1. Stan
    · Founder at SaaSHub ·
    Indispensable

    It definitely increases my productivity.

    🏁 Competitors: Tabnine

Cursor vs Windsurf vs GitHub Copilot
GitHub Copilot Chat is similar — you can ask it to explain code or suggest improvements. It's integrated right into VS Code, so it feels pretty seamless. They've been rolling out some new features lately, like better chat history, drag and & folders and ways to attach more context. But if you're already using Cursor, you might not find anything groundbreaking here.
Source: www.builder.io
Cursor vs GitHub Copilot
GitHub Copilot Chat is similar — you can ask it to explain code or suggest improvements. It's integrated right into VS Code, so it feels pretty seamless. They've been rolling out some new features lately, like better chat history, drag and & folders and ways to attach more context. But if you're already using Cursor, you might not find anything groundbreaking here.
Source: www.builder.io
Top 10 Vercel v0 Open Source Alternatives | Medium
Next up, we have GitHub Copilot, a popular AI-powered code completion tool that’s been making waves in the developer community. Built on top of OpenAI Codex, Copilot integrates seamlessly with various code editors and IDEs to provide intelligent code suggestions as you type.
Source: medium.com
10 Best Github Copilot Alternatives in 2024
GitHub Copilot is an excellent tool for developers, allowing them to boost their workflow and project quality. Are you looking for a GitHub Copilot alternative that fits your needs in 2024? Whether you’re searching for a free GitHub Copilot alternative, an open-source alternative to GitHub Copilot, or a tool that works well with VSCode, this guide is here to help.
The Best GitHub Copilot Alternatives for Developers
Moreover, GitHub Copilot provides a wide range of functionalities, such as code explanation, answering coding questions, refactoring code, and generation of unit tests and docs. With it, developers can automate coding tasks, improve productivity and focus more on complex coding. GitHub Copilot supports various programming languages, including JavaScript, Python, Ruby, Go,...
Source: softteco.com

PEST Reviews

We have no reviews of PEST yet.
Be the first one to post

Social recommendations and mentions

Based on our record, GitHub Copilot seems to be a lot more popular than PEST. While we know about 295 links to GitHub Copilot, we've tracked only 20 mentions of PEST. We are tracking product recommendations and mentions on various public social media platforms and blogs. They can help you identify which product is more popular and what people think of it.

GitHub Copilot mentions (295)

  • I've tried all (46 😵‍💫) AI Coding Agents & IDEs
    GitHub Copilot The OG of this game, started back in 2020. Can generate code. Handles large codebases. Can merge PRs, fix bugs, search code. Supports agent mode now and also it's open-sourced. - Source: dev.to / 1 day ago
  • GitHub Copilot: AI-Powered Development with Intelligent Code Assistance
    GitHub Copilot transforms the developer experience with AI-powered code completions, chat assistance, and intelligent code reviews. Backed by advanced AI models including Claude, GPT, and Gemini, Copilot provides contextualized assistance throughout the software development lifecycle. - Source: dev.to / 2 days ago
  • Semantic Code Search
    We at Ducky.ai noticed a strange thing has happened in software development, we’re no longer writing code in the traditional sense. Instead, we describe what we want and ask the machine to write the first draft. Tools like GitHub Copilot, Cursor, Replit, and Devin have changed what it means to build. The keyboard isn’t gone, but it’s quieter. Developers are prompting, guiding, reviewing. Code appears in response... - Source: dev.to / 3 days ago
  • Level Up Your Coding Game with These Free Vibe Coding Tools!
    Microsoft's AI pair programmer revolutionized code completion with context-aware suggestions drawn from entire codebases. Copilot Chat now extends beyond autocomplete to explain complex logic, generate tests, and refactor legacy code. The 2025 update introduced Copilot Extensions that integrate directly with CI/CD pipelines and cloud services. Developers report 55% faster coding speeds when using its advanced code... - Source: dev.to / 12 days ago
  • why software engineering feels like you’re losing your mind and why you’re not alone
    GitHub Copilot Pair program with AI The $10/month mental health hack we didn’t know we needed. https://github.com/features/copilot. - Source: dev.to / 12 days ago
View more

PEST mentions (20)

  • 19+ Laravel Best Practices for Developers in 2024
    Laravel also has out-of-the-box testing tools like Pest and PHPUnit and functionalities to enable expressive testing. It also supports executing automated testing sessions that are more precise than manual ones. - Source: dev.to / 3 months ago
  • How to build a Laravel app using TDD that won't hurt you in the future
    For test-driven workflow we need a testing framework. Laravel already has PHPUnit built in, but we replaced it with PestPHP from Nuno Maduro. - Source: dev.to / 3 months ago
  • Late Night Refactors #1: Composer Packages
    That’s why the next step in my workflow is Pest—a modern, elegant testing framework for Laravel built by the legend, Nuno Maduro. Let’s talk about how testing ensures my app isn’t just "correct" in theory, but actually works as expected. - Source: dev.to / 4 months ago
  • Embracing the Future of Web Development with Laravel, PestPHP, Livewire and Vue.js
    Testing was previously a significant challenge for me until I discovered PestPHP. Its simplicity and expressive syntax transformed a tedious task into a valuable and efficient part of the development process. With PestPHP, ensuring the reliability of my code has never been easier or more efficient. It provides a safety net that catches bugs before they become problems, allowing me to concentrate on building and... - Source: dev.to / 12 months ago
  • The PHP Orkestra Framework
    As you can see this template will add and configura the Pest test suite with a custom TestCase class that will start the application for your tests, making easy to test your application services (as used by Orkestra itself) and you will see a basic application, with a single route in the file config/routes.php that calls a Controller that simply render a Twig view. - Source: dev.to / about 1 year ago
View more

What are some alternatives?

When comparing GitHub Copilot and PEST, you can also consider the following products

Codeium - Free AI-powered code completion for *everyone*, *everywhere*

PHPUnit - Application and Data, Build, Test, Deploy, and Testing Frameworks

Tabnine - TabNine is the all-language autocompleter. We use deep learning to help you write code faster.

Render UIKit - React-inspired Swift library for writing UIKit UIs

Cursor - The AI-first Code Editor. Build software faster in an editor designed for pair-programming with AI.

Laravel - A PHP Framework For Web Artisans